Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007258

The MH-36 locality cells most similar to this Nanded cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007878

distance 0.194

#2 · Nandedcell 4850006589

distance 0.206

#3 · Hingolicell 4770001671

distance 0.231 · cross-district

#4 · Yavatmalcell 5000005169

distance 0.243 · cross-district

#5 · Yavatmalcell 5000002147

distance 0.245 · cross-district

#6 · Yavatmalcell 5000001701

distance 0.25 · cross-district

#7 · Nandedcell 4850007902

distance 0.261

#8 · Washimcell 4990000875

distance 0.27 · cross-district

#9 · Nandedcell 4850007050

distance 0.271

#10 · Parbhanicell 4890002447

distance 0.273 · cross-district

#11 · Jalgaoncell 4780007725

distance 0.274 · cross-district

#12 · Nandedcell 4850000554

distance 0.275

#13 · Nandedcell 4850008060

distance 0.275

#14 · Hingolicell 4770000966

distance 0.276 · cross-district

#15 · Yavatmalcell 5000005535

distance 0.278 · cross-district

#16 · Jalgaoncell 4780004363

distance 0.278 · cross-district

#17 · Nandedcell 4850003934

distance 0.279

#18 · Hingolicell 4770001606

distance 0.28 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":485,"cluster_id":4850007258}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.